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38 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | forward-mcp forwardnetworks/forward-mcp create_locationcreate_locations_bulkcreate_network+28 | 31 | <=2025-11-25 | 48/100 | F |
| 2 | nomoreide Rorogogogo/nomoreide check-database |
| 49 |
| 2026-07-28+ |
| 48/100 |
| F |
| 3 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 4 | flux-mcp-server converged-computing/flux-mcp-server find_failed_jobsingest_flux_eventquery_job_history | 3 | <=2025-11-25 | 46/100 | F |
| 5 | mcp_servers ajot/mcp_servers add_usercreate_appdeploy_function+7 | 10 | 2026-07-28+ | 46/100 | F |
| 6 | IPSearch-MCP SleepingBag945/IPSearch-MCP ip_lookupkeyword_lookup | 2 | 2026-07-28+ | 45/100 | F |
| 7 | gomcp syntrex-lab/gomcp accept_synapseadd_factadd_gene+32 | 35 | 2026-07-28+ | 45/100 | F |
| 8 | TheMCP-server aravind-tronix/TheMCP-server aws-server.access-keys.create_access_keyaws-server.access-keys.delete_access_keyaws-server.access-keys.list_access_keys+32 | 35 | <=2025-11-25 | 44/100 | F |
| 9 | machineuse dotcommoners/machineuse authenticate_instance_keycreate_instancedelete_instance+9 | 12 | 2026-07-28+ | 44/100 | F |
| 10 | ai-chat-example garrardkitchen/ai-chat-example GetAzureSubscriptionsAsyncGetListOfResourceGroupsAsyncGetResourcePropertiesAsync+2 | 5 | 2026-07-28+ | 43/100 | F |
| 11 | splunk-mcp-llm-siemulator rsfl/splunk-mcp-llm-siemulator chatlist_models | 2 | 2026-07-28+ | 43/100 | F |
| 12 | ContextEngine FASTPROD/ContextEngine activateactivation_statusagent_cost+19 | 22 | 2026-07-28+ | 41/100 | F |
| 13 | agent-registry agentoperations/agent-registry CreateArtifactDeleteArtifactExportStandardDoc+10 | 13 | 2026-07-28+ | 40/100 | F |
| 14 | Conflux B-A-M-N/Conflux harmonize_trackrun_sentinel_adversarial_audit | 2 | <=2025-11-25 | 39/100 | F |
| 15 | LMS-MCP urtir/LMS-MCP add_agentadd_agent_to_groupcheck_wazuh_log+29 | 32 | <=2025-11-25 | 39/100 | F |
| 16 | MCP---Demo DaWoodistaken/MCP---Demo analyze_server_healthcalculate_bonusquery_employee | 3 | 2026-07-28+ | 39/100 | F |
| 17 | codeforge freema/codeforge basheditfolder_open+2 | 5 | 2026-07-28+ | 39/100 | F |
| 18 | neo-agent-brain neomjs/neo-agent-brain ask_knowledge_basecheck_syntaxcheckout_pull_request+52 | 55 | 2025-06-18+ | 39/100 | F |
| 19 | loglama py-lama/loglama add_logcheck_depsclear+17 | 20 | <=2025-11-25 | 38/100 | F |
| 20 | pipelane-server shiveshnavin/pipelane-server PipelanePipelaneExecutionPipetask+12 | 15 | 2026-07-28+ | 38/100 | F |
| 21 | Contradiction-MCP Daksh-create349/Contradiction-MCP contradiction.analyze.contradictionscontradiction.analyze.driftscontradiction.analyze.inconsistencies+16 | 19 | 2026-07-28+ | 36/100 | F |
| 22 | edge-core wenet-ec/edge-core CancelCommandExecutionChangeNodeClusterCheckAdminHealth+57 | 60 | 2026-07-28+ | 36/100 | F |
| 23 | kroot-mcp yaioyaio/kroot-mcp getMetricsgetProjectStatus | 2 | 2026-07-28+ | 36/100 | F |
| 24 | hot hot-dev/hot ::demo/a::demo/b::demo/ping+7 | 10 | 2026-07-28+ | 34/100 | F |
| 25 | mcp-xray traceforce/mcp-xray addexec_cmdexec_proc+45 | 48 | <=2025-11-25 | 32/100 | F |
| 26 | roma binrchq/roma AddResourceAddSpaceMemberAddToBlacklist+48 | 51 | <=2025-11-25 | 29/100 | F |
| 27 | mcp-agent-os Nancy-Chauhan/mcp-agent-os DevRel Content AgentEngineering Insights AgentPM Insights Agent+3 | 6 | 2026-07-28+ | 27/100 | F |
| 28 | agentic-ai-nano fwornle/agentic-ai-nano | 0 | 2026-07-28+ | 25/100 | F |
| 29 | agent-forge denkhaus/agent-forge | 0 | 2025-06-18+ | 20/100 | F |
| 30 | faramesh-core faramesh/faramesh-core AgentCardGovernKill+1 | 4 | 2026-07-28+ | 20/100 | F |
| 31 | AgenticLedger ShekharBhardwaj/AgenticLedger handle_mcp | 1 | 2026-07-28+ | 16/100 | F |
| 32 | autonomous-agent-system Codemethemoney/autonomous-agent-system | 0 | <=2025-11-25 | 14/100 | F |
| 33 | homelib meltforce/homelib get_aclget_capacityget_collection_status+10 | 13 | 2026-07-28+ | 11/100 | F |
| 34 | signals-agent no0ktheali3n/signals-agent classify_failure_eventhealth_checkquery_events_by_service+2 | 5 | <=2025-11-25 | 11/100 | F |
| 35 | catalyst_mcp billebel/catalyst_mcp current_usersearch_splunk | 2 | <=2025-11-25 | 8/100 | F |
| 36 | 4DA 4DA-Systems/4DA agent_memorycheck_decision_alignmentdecision_memory+15 | 18 | 2026-07-28+ | 0/100 | F |
| 37 | Aegis Justin0504/Aegis | 0 | 2026-07-28+ | 0/100 | F |
| 38 | sift-mcp sift-mcp/sift-mcp analyze_resultsget_failure_historyget_flaky_tests+3 | 6 | 2026-07-28+ | 0/100 | F |